UNMASK: Discovering and Causally Verifying Spurious Shortcuts in Text Classifiers

Chidaksh Ravuru, Shashank Srivastava

Neural language models trained on large crowdsourced corpora frequently exploit spurious surface patterns tied to target labels without true linguistic or causal relevance, boostin…